ytchen17 / ACCEL
Analog Computing chip Combining Electronics and Light (ACCEL)
☆23Updated last year
Related projects: ⓘ
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆18Updated 2 years ago
- hybrid optical electronic convolutional neural networks☆124Updated 4 years ago
- ☆20Updated 5 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆29Updated last year
- A simulation framework for unitary neural networks and photonic devices☆100Updated 3 years ago
- Repository for "Neural Nano-Optics for High-quality Thin Lens Imaging"☆32Updated 2 years ago
- A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022☆30Updated last year
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆116Updated 2 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Updated 5 years ago
- ☆11Updated 3 years ago
- ☆11Updated 5 months ago
- Notebook examples for the neurophox repository☆16Updated 4 years ago
- Neural Inverse Design of Nanostructures☆37Updated 10 months ago
- Base repository for simulation and control of photonic devices☆12Updated last year
- A fully modular framework for modeling and optimizing analog neural networks☆16Updated 2 months ago
- Code for flatcam reconstruction and simulation☆18Updated 4 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆89Updated 3 years ago
- Diffraction Deep Neural Networks(D2NN)☆114Updated last year
- [ICCV 2021] "SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-powered Intelligent PhlatCam" by Yonggan Fu, Yang Zhang, Yue Wang, Z…☆8Updated 2 years ago
- Repository for "Neural Nano-Optics for High-quality Thin Lens Imaging"☆77Updated 2 years ago
- Device control modules for an optical matrix-vector multiplier with a low photon count.☆11Updated 2 years ago
- ☆24Updated last month
- ☆15Updated last year
- ☆26Updated 2 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆36Updated 3 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Updated 11 months ago
- Code and data for "Three-dimensional imaging through scattering media based on confocal diffuse tomography"☆30Updated last year
- This is a Matlab library of functions to facilitate the design of Photonics Integrated Circuits GDS layout.☆78Updated 7 years ago
- Prediction of fabrication variations in integrated photonic devices using deep learning☆25Updated last year
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆67Updated 2 years ago